Miquel Nieto
Research Fellow at University of Bristol
Patchway, England, United Kingdom
Summary
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Senior🎓
Top SchoolMiquel Nieto is a Research Fellow in Machine Learning at the University of Bristol with over a decade of experience applying AI to healthcare and sensor data. He holds a PhD in Computer Science and two MSc degrees—one in Machine Learning and Data Mining from Aalto University and another in Artificial Intelligence from Catalan universities—bringing strong theoretical grounding to practical health-focused projects. His work centers on interpretable classifiers that provide calibrated confidence estimates, bridging methodological advances and real clinical needs through the LEAP Digital Health Hub and SPHERE initiatives. Miquel’s background spans deep learning, distributed systems, and embedded electronics, reflecting earlier engineering roles that inform his pragmatic research approach. He has a track record of interdisciplinary collaboration across European research networks (including the TAILOR Network) and maintains an active professional presence via his personal website.
11 years of coding experience
13 years of employment as a software developer
Master's programme in Machine Learning and Data Mining Computer Science, Master's programme in Machine Learning and Data Mining Computer Science at Aalto UniversityIngeniería técnica en Informática de sistemas Computer Engineering, Ingeniería técnica en Informática de sistemas Computer Engineering at Facultat d'Informàtica de BarcelonaUPC Universitat Politècnica de CatalunyaDoctor of Philosophy (PhD) Computer Science, Doctor of Philosophy (PhD) Computer Science at University of Bristol
Catalan, Spanish, English
Stackoverflow
41reputation
2kreached
1answer
1question
Github Skills (93)
classifier10
probabilistic-models10
sphere10
calibration10
statistics9
python9
accelerometer9
machine-learning9
pandas8
classifiers8
stream8
autoencoder8
sensor8
inspect8
generative8
Programming languages (7)
Github contributions (5)
perellonieto/dotfiles
Mar 2015 - Aug 2024
Contributions:121 pushes, 1 branch in 9 years 6 months
dirichletcal/dirichlet_python
Jul 2018 - Sep 2021
Contributions:1 release, 104 commits, 5 PRs in 3 years 2 months
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